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This paper is in the following e-collection/theme issue:

Methods and Instruments in Medical Informatics (408) Electronic/Mobile Data Capture, Internet-based Survey & Research Methodology (1736) Artificial Intelligence (4698) Global Health Surveillance (33)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/91844, first published .
Man in beanie and mask coughs in a shopping mall

Influenza-Like Illness Forecasting Using Multisource Data: Comparative Deep Learning Study

Influenza-Like Illness Forecasting Using Multisource Data: Comparative Deep Learning Study

Authors of this article:

Caixia Dang1, 2 Author Orcid Image ;   Yeqing Tong3 Author Orcid Image ;   Yanquan Mo1, 2 Author Orcid Image ;   Ziqian Zhao1 Author Orcid Image ;   Shanhui Li1, 2 Author Orcid Image ;   Feng Liu1, 2 Author Orcid Image ;   Huiqun Jia1 Author Orcid Image ;   Jingya Zhao1 Author Orcid Image ;   Yuanyong Xu1 Author Orcid Image ;   Hui Chen1 Author Orcid Image
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Caixia Dang   1, 2 * , MPH ;   Yeqing Tong   3 * , PhD ;   Yanquan Mo   1, 2 * , MPH ;   Ziqian Zhao   1 , MPH ;   Shanhui Li   1, 2 , MPH ;   Feng Liu   1, 2 , MPH ;   Huiqun Jia   1 , MPH ;   Jingya Zhao   1 , MPH ;   Yuanyong Xu   1 , PhD ;   Hui Chen   1 , PhD

1 Chinese PLA Center for Disease Control and Prevention, Beijing, China

2 School of Public Health, China Medical University, Shenyang, Liaoning, China

3 Hubei Center for Disease Control and Prevention, Wuhan, China

*these authors contributed equally

Corresponding Author:

  • Hui Chen, PhD
  • Chinese PLA Center for Disease Control and Prevention
  • South Gate, Yard 20, Dongda Street, Fengtai South Road, Fengtai District
  • Beijing 100071
  • China
  • Phone: 86 18149338893
  • Email: chfmmu@outlook.com